Crime and Unemployment Profiling Report

Dataset statistics

Number of variables	13
Number of observations	1989
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	301.2 KiB
Average record size in memory	155.1 B

Variable types

NUM	12
CAT	1

Reproduction

Analysis started	2020-09-30 11:24:42.357588
Analysis finished	2020-09-30 11:25:57.474158
Duration	1 minute and 15.12 seconds
Version	pandas-profiling v2.8.0
Command line	`pandas_profiling --config_file config.yaml [YOUR_FILE.csv]`
Download configuration	config.yaml

Warnings

`state` has a high cardinality: 51 distinct values	High cardinality
`Aggravated assault` is highly correlated with `violent total`	High correlation
`violent total` is highly correlated with `Aggravated assault`	High correlation
`Larceny theft` is highly correlated with `property total`	High correlation
`property total` is highly correlated with `Larceny theft`	High correlation
`state` is uniformly distributed	Uniform

state
Categorical

HIGH CARDINALITY
UNIFORM

Distinct count	51
Unique (%)	2.6%
Missing	0
Missing (%)	0.0%
Memory size	15.7 KiB

NM	39
PA	39
IA	39
MA	39
VA	39
Other values (46)	1794

Value	Count	Frequency (%)
NM	39	2.0%
PA	39	2.0%
IA	39	2.0%
MA	39	2.0%
VA	39	2.0%
MD	39	2.0%
AK	39	2.0%
KS	39	2.0%
WV	39	2.0%
WA	39	2.0%
OK	39	2.0%
SD	39	2.0%
TX	39	2.0%
NY	39	2.0%
NC	39	2.0%
MT	39	2.0%
CA	39	2.0%
TN	39	2.0%
NJ	39	2.0%
UT	39	2.0%
AR	39	2.0%
AZ	39	2.0%
NV	39	2.0%
MI	39	2.0%
VT	39	2.0%
Other values (26)	1014	51.0%

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Overview of Unicode Properties

Unique unicode characters	24
Unique unicode categories (?)	1
Unique unicode scripts (?)	1
Unique unicode blocks (?)	1

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
A	468	11.8%
N	429	10.8%
M	351	8.8%
I	312	7.8%
C	234	5.9%
T	234	5.9%
D	234	5.9%
O	195	4.9%
L	156	3.9%
K	156	3.9%
S	156	3.9%
V	156	3.9%
W	156	3.9%
R	117	2.9%
E	117	2.9%
H	117	2.9%
Y	117	2.9%
Z	39	1.0%
F	39	1.0%
G	39	1.0%
J	39	1.0%
P	39	1.0%
X	39	1.0%
U	39	1.0%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	3978	100.0%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
A	468	11.8%
N	429	10.8%
M	351	8.8%
I	312	7.8%
C	234	5.9%
T	234	5.9%
D	234	5.9%
O	195	4.9%
L	156	3.9%
K	156	3.9%
S	156	3.9%
V	156	3.9%
W	156	3.9%
R	117	2.9%
E	117	2.9%
H	117	2.9%
Y	117	2.9%
Z	39	1.0%
F	39	1.0%
G	39	1.0%
J	39	1.0%
P	39	1.0%
X	39	1.0%
U	39	1.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	3978	100.0%

Most frequent Latin characters

Value	Count	Frequency (%)
A	468	11.8%
N	429	10.8%
M	351	8.8%
I	312	7.8%
C	234	5.9%
T	234	5.9%
D	234	5.9%
O	195	4.9%
L	156	3.9%
K	156	3.9%
S	156	3.9%
V	156	3.9%
W	156	3.9%
R	117	2.9%
E	117	2.9%
H	117	2.9%
Y	117	2.9%
Z	39	1.0%
F	39	1.0%
G	39	1.0%
J	39	1.0%
P	39	1.0%
X	39	1.0%
U	39	1.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3978	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
A	468	11.8%
N	429	10.8%
M	351	8.8%
I	312	7.8%
C	234	5.9%
T	234	5.9%
D	234	5.9%
O	195	4.9%
L	156	3.9%
K	156	3.9%
S	156	3.9%
V	156	3.9%
W	156	3.9%
R	117	2.9%
E	117	2.9%
H	117	2.9%
Y	117	2.9%
Z	39	1.0%
F	39	1.0%
G	39	1.0%
J	39	1.0%
P	39	1.0%
X	39	1.0%
U	39	1.0%

unemployment
Real number (ℝ_≥0)

Distinct count	827
Unique (%)	41.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	6.127662141779789
Minimum	2.3
Maximum	17.825
Zeros	0
Zeros (%)	0.0%
Memory size	15.7 KiB

Quantile statistics

Minimum	2.3
5-th percentile	3.233
Q1	4.617
median	5.8
Q3	7.325
95-th percentile	9.9968
Maximum	17.825
Range	15.525
Interquartile range (IQR)	2.708

Descriptive statistics

Standard deviation	2.080685911
Coefficient of variation (CV)	0.3395562391
Kurtosis	1.126325452
Mean	6.127662142
Median Absolute Deviation (MAD)	1.325
Skewness	0.8728270014
Sum	12187.92
Variance	4.329253861

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
4.258	9	0.5%
4.292	9	0.5%
5.033	8	0.4%
5.392	8	0.4%
5.292	7	0.4%
4.417	7	0.4%
6.233	7	0.4%
5.8	7	0.4%
4.9	7	0.4%
5.167	7	0.4%
5.233	7	0.4%
4.942	7	0.4%
5.533	7	0.4%
4.525	7	0.4%
7.533	6	0.3%
6.175	6	0.3%
5.3	6	0.3%
6.617	6	0.3%
5.5	6	0.3%
3.525	6	0.3%
4.567	6	0.3%
4.308	6	0.3%
4.842	6	0.3%
6.242	6	0.3%
5.55	6	0.3%
Other values (802)	1819	91.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
2.3	1	0.1%
2.317	1	0.1%
2.35	1	0.1%
2.392	1	0.1%
2.4	1	0.1%
2.458	1	0.1%
2.492	1	0.1%
2.517	1	0.1%
2.558	1	0.1%
2.567	1	0.1%

Value	Count	Frequency (%)
17.825	1	0.1%
15.383	1	0.1%
14.8	1	0.1%
14.367	1	0.1%
14.1	1	0.1%
13.983	1	0.1%
13.808	1	0.1%
13.658	1	0.1%
13.525	1	0.1%
13.133	1	0.1%

year
Real number (ℝ_≥0)

Distinct count	39
Unique (%)	2.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1995.0
Minimum	1976
Maximum	2014
Zeros	0
Zeros (%)	0.0%
Memory size	15.7 KiB

Quantile statistics

Minimum	1976
5-th percentile	1977
Q1	1985
median	1995
Q3	2005
95-th percentile	2013
Maximum	2014
Range	38
Interquartile range (IQR)	20

Descriptive statistics

Standard deviation	11.25745896
Coefficient of variation (CV)	0.005642836573
Kurtosis	-1.201582316
Mean	1995
Median Absolute Deviation (MAD)	10
Skewness	0
Sum	3968055
Variance	126.7303823

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
2014	51	2.6%
1985	51	2.6%
1992	51	2.6%
1991	51	2.6%
1990	51	2.6%
1989	51	2.6%
1988	51	2.6%
1987	51	2.6%
1986	51	2.6%
1984	51	2.6%
1994	51	2.6%
1983	51	2.6%
1982	51	2.6%
1981	51	2.6%
1980	51	2.6%
1979	51	2.6%
1978	51	2.6%
1977	51	2.6%
1993	51	2.6%
1995	51	2.6%
2013	51	2.6%
2005	51	2.6%
2012	51	2.6%
2011	51	2.6%
2010	51	2.6%
Other values (14)	714	35.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1976	51	2.6%
1977	51	2.6%
1978	51	2.6%
1979	51	2.6%
1980	51	2.6%
1981	51	2.6%
1982	51	2.6%
1983	51	2.6%
1984	51	2.6%
1985	51	2.6%

Value	Count	Frequency (%)
2014	51	2.6%
2013	51	2.6%
2012	51	2.6%
2011	51	2.6%
2010	51	2.6%
2009	51	2.6%
2008	51	2.6%
2007	51	2.6%
2006	51	2.6%
2005	51	2.6%

Population
Real number (ℝ_≥0)

Distinct count	1891
Unique (%)	95.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	5215378.300653595
Minimum	382000
Maximum	38802500
Zeros	0
Zeros (%)	0.0%
Memory size	15.7 KiB

Quantile statistics

Minimum	382000
5-th percentile	592595.8
Q1	1316807
median	3520355
Q3	6098000
95-th percentile	17808200
Maximum	38802500
Range	38420500
Interquartile range (IQR)	4781193

Descriptive statistics

Standard deviation	5815879.894
Coefficient of variation (CV)	1.115140563
Kurtosis	8.627497874
Mean	5215378.301
Median Absolute Deviation (MAD)	2308818
Skewness	2.604579271
Sum	1.037338744e+10
Variance	3.382445894e+13

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
1187000	3	0.2%
935000	3	0.2%
589000	3	0.2%
689000	3	0.2%
582000	3	0.2%
3317000	3	0.2%
715000	3	0.2%
570000	3	0.2%
660000	3	0.2%
1606000	3	0.2%
998000	3	0.2%
480000	2	0.1%
406000	2	0.1%
702000	2	0.1%
3275000	2	0.1%
685000	2	0.1%
1951000	2	0.1%
1111000	2	0.1%
2625000	2	0.1%
636000	2	0.1%
10752000	2	0.1%
4860000	2	0.1%
1005000	2	0.1%
623000	2	0.1%
686000	2	0.1%
Other values (1866)	1928	96.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
382000	1	0.1%
390000	1	0.1%
403000	1	0.1%
406000	2	0.1%
407000	1	0.1%
412000	1	0.1%
424000	1	0.1%
438000	1	0.1%
440142	1	0.1%
450000	1	0.1%

Value	Count	Frequency (%)
38802500	1	0.1%
38431393	1	0.1%
37999878	1	0.1%
37683933	1	0.1%
37338198	1	0.1%
36961664	1	0.1%
36756666	1	0.1%
36553215	1	0.1%
36457549	1	0.1%
36154147	1	0.1%

violent total
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	1739
Unique (%)	87.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	464.79567621920563
Minimum	47.0
Maximum	2921.8
Zeros	0
Zeros (%)	0.0%
Memory size	15.7 KiB

Quantile statistics

Minimum	47
5-th percentile	131.74
Q1	275.5
median	412.3
Q3	590
95-th percentile	940.14
Maximum	2921.8
Range	2874.8
Interquartile range (IQR)	314.5

Descriptive statistics

Standard deviation	295.7602301
Coefficient of variation (CV)	0.6363231097
Kurtosis	13.61351546
Mean	464.7956762
Median Absolute Deviation (MAD)	148
Skewness	2.672339092
Sum	924478.6
Variance	87474.11368

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
305.2	4	0.2%
285.7	4	0.2%
457.5	3	0.2%
374.9	3	0.2%
275.7	3	0.2%
431	3	0.2%
270.1	3	0.2%
272.5	3	0.2%
280.4	3	0.2%
282	3	0.2%
427	3	0.2%
526	3	0.2%
256.8	3	0.2%
427.3	3	0.2%
446.1	3	0.2%
514.6	3	0.2%
287	3	0.2%
334	3	0.2%
377.3	3	0.2%
406.4	3	0.2%
254.6	3	0.2%
262.2	3	0.2%
284.6	2	0.1%
249.7	2	0.1%
236.8	2	0.1%
Other values (1714)	1915	96.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
47	1	0.1%
51.3	1	0.1%
53.6	1	0.1%
53.7	1	0.1%
54	1	0.1%
56.8	1	0.1%
59.1	1	0.1%
61.3	1	0.1%
61.8	1	0.1%
63.2	1	0.1%

Value	Count	Frequency (%)
2921.8	1	0.1%
2832.8	1	0.1%
2662.6	1	0.1%
2661.4	1	0.1%
2469.8	1	0.1%
2458.2	1	0.1%
2453.3	1	0.1%
2274.8	1	0.1%
2141.9	1	0.1%
2123.1	1	0.1%

Murder
Real number (ℝ_≥0)

Distinct count	198
Unique (%)	10.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	6.651784816490698
Minimum	0.2
Maximum	80.6
Zeros	0
Zeros (%)	0.0%
Memory size	15.7 KiB

Quantile statistics

Minimum	0.2
5-th percentile	1.6
Q1	3.2
median	5.4
Q3	8.4
95-th percentile	13.2
Maximum	80.6
Range	80.4
Interquartile range (IQR)	5.2

Descriptive statistics

Standard deviation	6.560408282
Coefficient of variation (CV)	0.9862628547
Kurtosis	52.58305392
Mean	6.651784816
Median Absolute Deviation (MAD)	2.5
Skewness	6.007055677
Sum	13230.4
Variance	43.03895682

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
2	36	1.8%
2.9	35	1.8%
1.8	31	1.6%
6.2	30	1.5%
2.3	29	1.5%
4.8	29	1.5%
3.6	29	1.5%
4.4	28	1.4%
3.3	28	1.4%
2.2	28	1.4%
4	27	1.4%
3	27	1.4%
4.6	26	1.3%
5.8	25	1.3%
2.4	25	1.3%
5.1	25	1.3%
1.9	25	1.3%
5.4	24	1.2%
2.8	24	1.2%
2.5	24	1.2%
4.9	24	1.2%
5.7	24	1.2%
3.1	24	1.2%
6.1	24	1.2%
6.6	24	1.2%
Other values (173)	1314	66.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.2	1	0.1%
0.6	3	0.2%
0.7	2	0.1%
0.8	3	0.2%
0.9	8	0.4%
1	6	0.3%
1.1	8	0.4%
1.2	10	0.5%
1.3	13	0.7%
1.4	19	1.0%

Value	Count	Frequency (%)
80.6	1	0.1%
78.5	1	0.1%
77.8	1	0.1%
75.2	1	0.1%
73.1	1	0.1%
71.9	1	0.1%
70	1	0.1%
65	1	0.1%
59.5	1	0.1%
56.9	1	0.1%

rape
Real number (ℝ_≥0)

Distinct count	533
Unique (%)	26.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	34.014027149321265
Minimum	5.6
Maximum	102.2
Zeros	0
Zeros (%)	0.0%
Memory size	15.7 KiB

Quantile statistics

Minimum	5.6
5-th percentile	16.14
Q1	24.9
median	31.7
Q3	41.3
95-th percentile	58.42
Maximum	102.2
Range	96.6
Interquartile range (IQR)	16.4

Descriptive statistics

Standard deviation	13.54026707
Coefficient of variation (CV)	0.3980789164
Kurtosis	2.386196021
Mean	34.01402715
Median Absolute Deviation (MAD)	8.1
Skewness	1.165389946
Sum	67653.9
Variance	183.3388323

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
27.1	16	0.8%
26.9	13	0.7%
20.3	13	0.7%
29.7	12	0.6%
41.2	11	0.6%
29	11	0.6%
28.2	11	0.6%
25.8	11	0.6%
33	11	0.6%
28.9	10	0.5%
24.6	10	0.5%
26.8	10	0.5%
27	10	0.5%
20.6	10	0.5%
34.3	10	0.5%
27.8	10	0.5%
29.1	10	0.5%
18.7	10	0.5%
33.4	10	0.5%
24.9	10	0.5%
31	10	0.5%
21.6	10	0.5%
27.4	10	0.5%
29.2	10	0.5%
32.1	10	0.5%
Other values (508)	1720	86.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
5.6	1	0.1%
7.3	1	0.1%
8.2	1	0.1%
8.5	1	0.1%
8.7	1	0.1%
8.9	1	0.1%
9	1	0.1%
9.4	2	0.1%
9.5	1	0.1%
9.7	2	0.1%

Value	Count	Frequency (%)
102.2	1	0.1%
101.5	1	0.1%
98.6	1	0.1%
93.3	1	0.1%
91.8	1	0.1%
91.6	1	0.1%
89.1	1	0.1%
88.1	1	0.1%
86.5	1	0.1%
85.8	1	0.1%

Robbery
Real number (ℝ_≥0)

Distinct count	1397
Unique (%)	70.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	141.6974358974359
Minimum	6.4
Maximum	1635.1
Zeros	0
Zeros (%)	0.0%
Memory size	15.7 KiB

Quantile statistics

Minimum	6.4
5-th percentile	16.44
Q1	67.1
median	112.5
Q3	169.2
95-th percentile	348.3
Maximum	1635.1
Range	1628.7
Interquartile range (IQR)	102.1

Descriptive statistics

Standard deviation	147.9273633
Coefficient of variation (CV)	1.043966409
Kurtosis	26.24778877
Mean	141.6974359
Median Absolute Deviation (MAD)	50.2
Skewness	4.22908504
Sum	281836.2
Variance	21882.50483

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
111.6	6	0.3%
17.9	6	0.3%
13.6	5	0.3%
153.1	5	0.3%
80.9	4	0.2%
132.7	4	0.2%
18.6	4	0.2%
67.1	4	0.2%
109.5	4	0.2%
70.7	4	0.2%
17.1	4	0.2%
83.2	4	0.2%
16.2	4	0.2%
152.4	4	0.2%
135.6	4	0.2%
46.9	4	0.2%
79.6	4	0.2%
99.1	4	0.2%
92.1	4	0.2%
15	4	0.2%
121.8	4	0.2%
130	4	0.2%
23.4	4	0.2%
101.1	4	0.2%
51.1	3	0.2%
Other values (1372)	1884	94.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
6.4	2	0.1%
6.8	1	0.1%
6.9	1	0.1%
7.6	1	0.1%
7.7	2	0.1%
7.8	2	0.1%
7.9	1	0.1%
8	1	0.1%
8.1	1	0.1%
8.3	1	0.1%

Value	Count	Frequency (%)
1635.1	1	0.1%
1448	1	0.1%
1400.6	1	0.1%
1266.4	1	0.1%
1239	1	0.1%
1235.6	1	0.1%
1229.6	1	0.1%
1215.6	1	0.1%
1213.5	1	0.1%
1186.7	1	0.1%

Aggravated assault
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	1628
Unique (%)	81.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	281.85047762694825
Minimum	31.3
Maximum	1557.6
Zeros	0
Zeros (%)	0.0%
Memory size	15.7 KiB

Quantile statistics

Minimum	31.3
5-th percentile	79.36
Q1	163.6
median	248.7
Q3	366.2
95-th percentile	562.4
Maximum	1557.6
Range	1526.3
Interquartile range (IQR)	202.6

Descriptive statistics

Standard deviation	163.7407747
Coefficient of variation (CV)	0.5809490765
Kurtosis	6.437606776
Mean	281.8504776
Median Absolute Deviation (MAD)	95.6
Skewness	1.674565353
Sum	560600.6
Variance	26811.04129

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
205.1	5	0.3%
242	4	0.2%
218.4	4	0.2%
157.2	4	0.2%
473.2	4	0.2%
256.8	3	0.2%
219.4	3	0.2%
242.7	3	0.2%
222.6	3	0.2%
195.8	3	0.2%
138.5	3	0.2%
137.6	3	0.2%
205.9	3	0.2%
249.2	3	0.2%
213.7	3	0.2%
198	3	0.2%
298.7	3	0.2%
205.7	3	0.2%
163.1	3	0.2%
145.9	3	0.2%
425.5	3	0.2%
125	3	0.2%
365.8	3	0.2%
218.5	3	0.2%
338.7	3	0.2%
Other values (1603)	1908	95.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
31.3	1	0.1%
31.6	1	0.1%
31.7	1	0.1%
32.3	1	0.1%
34.1	1	0.1%
35.6	1	0.1%
38	2	0.1%
38.4	1	0.1%
38.5	1	0.1%
41.3	1	0.1%

Value	Count	Frequency (%)
1557.6	1	0.1%
1454.7	1	0.1%
1441.8	1	0.1%
1304.7	1	0.1%
1162.1	1	0.1%
1121.4	1	0.1%
1117	1	0.1%
1075.2	1	0.1%
956.1	1	0.1%
943	1	0.1%

property total
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	1940
Unique (%)	97.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	4014.4783308195074
Minimum	1524.4
Maximum	9512.1
Zeros	0
Zeros (%)	0.0%
Memory size	15.7 KiB

Quantile statistics

Minimum	1524.4
5-th percentile	2197
Q1	3043.1
median	3919.5
Q3	4758.2
95-th percentile	6332.14
Maximum	9512.1
Range	7987.7
Interquartile range (IQR)	1715.1

Descriptive statistics

Standard deviation	1270.984536
Coefficient of variation (CV)	0.3166001736
Kurtosis	0.5015981608
Mean	4014.478331
Median Absolute Deviation (MAD)	859.7
Skewness	0.6778136202
Sum	7984797.4
Variance	1615401.692

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
4499.8	2	0.1%
4549.9	2	0.1%
3975.7	2	0.1%
3870.7	2	0.1%
2853.1	2	0.1%
3370.8	2	0.1%
4878	2	0.1%
4019.5	2	0.1%
2448.3	2	0.1%
4722.7	2	0.1%
2845	2	0.1%
2624.2	2	0.1%
2546.8	2	0.1%
3898.9	2	0.1%
4808.8	2	0.1%
3431.5	2	0.1%
2581.1	2	0.1%
2546.3	2	0.1%
5206.7	2	0.1%
2821	2	0.1%
4083.5	2	0.1%
4287.2	2	0.1%
3738.4	2	0.1%
2103	2	0.1%
2075.8	2	0.1%
Other values (1915)	1939	97.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1524.4	1	0.1%
1718.2	1	0.1%
1724.3	1	0.1%
1734.1	1	0.1%
1736.8	1	0.1%
1766.4	1	0.1%
1767	1	0.1%
1769.9	1	0.1%
1780.2	1	0.1%
1820.7	1	0.1%

Value	Count	Frequency (%)
9512.1	1	0.1%
9426.9	1	0.1%
8839.3	1	0.1%
8574.2	1	0.1%
8422.6	1	0.1%
8402.8	1	0.1%
8316	1	0.1%
8314.7	1	0.1%
8287.6	1	0.1%
8151.5	1	0.1%

Burglary
Real number (ℝ_≥0)

Distinct count	1852
Unique (%)	93.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	963.8274007038711
Minimum	257.2
Maximum	2906.7
Zeros	0
Zeros (%)	0.0%
Memory size	15.7 KiB

Quantile statistics

Minimum	257.2
5-th percentile	399.04
Q1	632.2
median	908.4
Q3	1198.3
95-th percentile	1788.9
Maximum	2906.7
Range	2649.5
Interquartile range (IQR)	566.1

Descriptive statistics

Standard deviation	428.554019
Coefficient of variation (CV)	0.4446377212
Kurtosis	0.8463519762
Mean	963.8274007
Median Absolute Deviation (MAD)	281.1
Skewness	0.9061907813
Sum	1917052.7
Variance	183658.5472

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
1509.5	3	0.2%
709.1	3	0.2%
405.4	3	0.2%
811.3	3	0.2%
546.2	3	0.2%
1013.8	2	0.1%
546.9	2	0.1%
863.8	2	0.1%
979.3	2	0.1%
663.5	2	0.1%
816.9	2	0.1%
915.6	2	0.1%
891.8	2	0.1%
1213.6	2	0.1%
621.9	2	0.1%
1603.9	2	0.1%
1075.6	2	0.1%
502.5	2	0.1%
973.5	2	0.1%
1075.9	2	0.1%
841.7	2	0.1%
332.4	2	0.1%
1121.2	2	0.1%
1154.1	2	0.1%
650.7	2	0.1%
Other values (1827)	1934	97.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
257.2	1	0.1%
277.7	1	0.1%
286.6	1	0.1%
289.1	1	0.1%
296.5	1	0.1%
307.9	1	0.1%
309.2	1	0.1%
309.3	1	0.1%
313.7	1	0.1%
320.6	1	0.1%

Value	Count	Frequency (%)
2906.7	1	0.1%
2820.4	1	0.1%
2727.3	1	0.1%
2659.2	1	0.1%
2646.5	1	0.1%
2559.7	1	0.1%
2506.8	1	0.1%
2453.1	1	0.1%
2412.7	1	0.1%
2392.5	1	0.1%

Larceny theft
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	1896
Unique (%)	95.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	2674.4768225238813
Minimum	1160.8
Maximum	5833.8
Zeros	0
Zeros (%)	0.0%
Memory size	15.7 KiB

Quantile statistics

Minimum	1160.8
5-th percentile	1548.84
Q1	2112.7
median	2623.5
Q3	3091.9
95-th percentile	4157.74
Maximum	5833.8
Range	4673
Interquartile range (IQR)	979.2

Descriptive statistics

Standard deviation	771.9775622
Coefficient of variation (CV)	0.2886461964
Kurtosis	0.2532826518
Mean	2674.476823
Median Absolute Deviation (MAD)	492.9
Skewness	0.6183686596
Sum	5319534.4
Variance	595949.3565

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
2714.3	3	0.2%
2156	3	0.2%
2422.7	3	0.2%
2404.1	2	0.1%
2568.3	2	0.1%
2693.3	2	0.1%
2759.3	2	0.1%
1927.3	2	0.1%
1819.6	2	0.1%
2964.3	2	0.1%
2319.3	2	0.1%
1880.4	2	0.1%
3080.7	2	0.1%
2834.4	2	0.1%
2607	2	0.1%
2500.5	2	0.1%
2271.3	2	0.1%
3246	2	0.1%
3313	2	0.1%
1715.3	2	0.1%
3101.6	2	0.1%
1776.5	2	0.1%
1987.2	2	0.1%
3082.9	2	0.1%
2741.8	2	0.1%
Other values (1871)	1936	97.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1160.8	1	0.1%
1235.6	1	0.1%
1239.4	1	0.1%
1239.9	1	0.1%
1248.3	1	0.1%
1273	1	0.1%
1276.6	1	0.1%
1278.3	1	0.1%
1288.1	1	0.1%
1301.2	1	0.1%

Value	Count	Frequency (%)
5833.8	1	0.1%
5779.9	1	0.1%
5449	1	0.1%
5298.7	1	0.1%
5212.5	1	0.1%
5205.9	1	0.1%
5164.3	1	0.1%
5106.1	1	0.1%
5067.9	1	0.1%
5046.9	1	0.1%

vehicle theft
Real number (ℝ_≥0)

Distinct count	1707
Unique (%)	85.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	376.17450980392164
Minimum	38.9
Maximum	1839.9
Zeros	0
Zeros (%)	0.0%
Memory size	15.7 KiB

Quantile statistics

Minimum	38.9
5-th percentile	119.12
Q1	210.1
median	326.5
Q3	473.3
95-th percentile	812.24
Maximum	1839.9
Range	1801
Interquartile range (IQR)	263.2

Descriptive statistics

Standard deviation	232.377922
Coefficient of variation (CV)	0.6177396819
Kurtosis	4.860407211
Mean	376.1745098
Median Absolute Deviation (MAD)	125.7
Skewness	1.737871073
Sum	748211.1
Variance	53999.49865

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
211	5	0.3%
302.5	4	0.2%
237.6	4	0.2%
196.3	4	0.2%
153.5	4	0.2%
375.1	4	0.2%
601.7	3	0.2%
305.6	3	0.2%
273.3	3	0.2%
178.3	3	0.2%
183.4	3	0.2%
226.7	3	0.2%
212.7	3	0.2%
143.2	3	0.2%
173.7	3	0.2%
270.3	3	0.2%
351.4	3	0.2%
161.7	3	0.2%
272.9	3	0.2%
366	3	0.2%
169.9	3	0.2%
430.1	3	0.2%
139.1	3	0.2%
301.6	3	0.2%
153.6	3	0.2%
Other values (1682)	1907	95.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
38.9	1	0.1%
53.8	1	0.1%
60.1	1	0.1%
64.6	1	0.1%
68.6	1	0.1%
70.1	1	0.1%
71.4	1	0.1%
72.2	1	0.1%
73.5	1	0.1%
74.5	1	0.1%

Value	Count	Frequency (%)
1839.9	1	0.1%
1837	1	0.1%
1776.5	1	0.1%
1686.5	1	0.1%
1548	1	0.1%
1517	1	0.1%
1449.3	1	0.1%
1430.8	1	0.1%
1394.8	1	0.1%
1392.4	1	0.1%

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Count
Matrix

First rows

	state	unemployment	year	Population	violent total	Murder	rape	Robbery	Aggravated assault	property total	Burglary	Larceny theft	vehicle theft
0	AL	6.808	1976	3665000	388.8	15.1	21.7	96.0	256.0	3419.5	1170.0	1987.2	262.3
1	AL	7.325	1977	3690000	414.4	14.2	25.2	96.8	278.3	3298.2	1135.5	1881.9	280.7
2	AL	6.380	1978	3742000	419.1	13.3	25.5	99.1	281.2	3519.7	1229.3	1987.9	302.5
3	AL	7.158	1979	3769000	413.3	13.2	27.5	109.5	263.1	3830.5	1287.3	2223.2	320.1
4	AL	8.867	1980	3861466	448.5	13.2	30.0	132.1	273.2	4485.1	1526.7	2642.2	316.2
5	AL	10.542	1981	3916000	470.5	11.9	26.1	126.5	306.1	4428.3	1450.7	2693.3	284.2
6	AL	14.100	1982	3943000	447.7	10.6	26.0	112.0	299.1	4185.8	1256.2	2656.4	273.3
7	AL	13.808	1983	3959000	416.0	9.2	23.5	98.4	284.9	3685.0	1073.1	2381.4	230.5
8	AL	11.008	1984	3990000	431.2	9.4	25.1	96.1	300.6	3470.9	1001.8	2235.5	233.6
9	AL	9.167	1985	4021000	457.5	9.8	26.8	105.4	315.5	3484.6	1034.9	2191.2	258.5

Last rows

	state	unemployment	year	Population	violent total	Murder	rape	Robbery	Aggravated assault	property total	Burglary	Larceny theft	vehicle theft
1979	WY	3.583	2005	508798	230.0	2.8	24.0	15.3	188.3	3158.0	476.8	2536.0	145.0
1980	WY	3.175	2006	515004	253.8	2.5	29.3	14.0	208.0	2986.6	450.9	2379.6	156.1
1981	WY	2.817	2007	522830	257.1	4.0	32.9	16.1	204.1	2879.1	452.3	2271.3	155.5
1982	WY	3.050	2008	532668	249.7	2.3	34.7	16.3	196.4	2725.0	412.6	2174.7	137.6
1983	WY	6.325	2009	544270	219.7	2.0	31.6	14.3	171.8	2616.9	399.8	2078.0	139.1
1984	WY	6.458	2010	564554	197.9	1.4	28.7	13.6	154.1	2456.6	381.0	1970.8	104.9
1985	WY	5.808	2011	567356	219.4	3.2	25.7	12.5	178.0	2269.8	328.5	1849.5	91.8
1986	WY	5.317	2012	576626	201.3	2.4	26.7	10.6	161.6	2293.0	368.5	1823.2	101.3
1987	WY	4.725	2013	583223	207.8	2.9	24.7	12.7	157.2	2196.2	335.4	1761.8	99.1
1988	WY	4.158	2014	584153	195.5	2.7	21.6	9.1	153.9	1964.7	289.1	1572.4	103.2

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent Uppercase Letter characters

Most occurring scripts

Most frequent Latin characters

Most occurring blocks

Most frequent ASCII characters

Interactions

Correlations

Pearson's r

Spearman's ρ

Kendall's τ

Phik (φk)

Missing values

Sample

First rows

Last rows